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Machine Learning (ML) is everywhere these days, playing a crucial role in countless fields worldwide. Its applications are endless, and we rely on it more than…
RLHF is the standard approach for aligning LLMs. However, recent advances in offline alignment methods, such as direct preference optimization (DPO) and its variants, challenge the…
Image by Author Have you ever compared your Python code to that of experienced developers and felt a stark difference? Despite learning Python from online…
Our approach to analyzing and mitigating future risks posed by advanced AI modelsGoogle DeepMind has consistently pushed the boundaries of AI, developing models that have transformed…
Every company has tons of data, but it is hidden in PDF files or your employees’ email attachments. Successful companies make data-driven decisions, and that is…
Image by Author If you’re not a tech professional per se or you want to get into the tech industry, you have probably heard a…
The potential of utilizing unstructured data, particularly image data, in the fashion and lifestyle retail industry is immense. With the…Continue reading on Becoming Human: Artificial Intelligence…
This algorithm is known as “Gradient Descent” or “Method of Steepest Descent,” being an optimization method to find the minimum of a function where each step…
Enabling the algorithm to work its magicPhoto by Mourizal Zativa on UnsplashYou must have heard the saying “garbage in, garbage out.” This saying is indeed applicable…
Advice and tips that helped me get my first promotion as a data scientistPhoto by Cytonn Photography on UnsplashNow, without boasting, earlier this year, I got…